AI PLATFORM ENGINEER & DEVSECOPS & ENTERPRISE SYSTEMS ARCHITECT
Hello, I'm Enghelbertb Ramos Di Franco
AI Platform Engineer and High-Concurrency Systems. I design and integrate secure enterprise architectures — from ERP solutions and on-premise AI agents to DevSecOps-standard environments — focused on optimizing critical operations and guaranteeing data sovereignty.
- ERP Integrations
- On-premise AI agents
- DevSecOps & Pentesting
- High-Concurrency Architecture

26+
Years of Combined Experience
6+
Years at Organización El Tunal
15+
Corporate Solutions
I love working with:
Python (FastAPI)
Linux
PostgreSQL
Docker
MySQL
TypeScript
vLLM
About Me
I turn technical complexity into robust, secure and intelligent systems.
AI Platform Enterprise & DevSecOps & Enterprise Systems Architect with over two decades of experience designing, implementing and optimizing digital platforms for high-demand corporate environments. My work covers the technology lifecycle end to end: from conceiving high-concurrency Full-Stack architectures (Python, FastAPI, Vue.js), enterprise microservices and integration with critical ERPs (SAP/Odoo), to deploying on-premise AI platforms with local inference, data pipelines (ETL) and automation under DevSecOps standards.
I merge data engineering, defensive cybersecurity and active monitoring to turn complex processes into highly scalable, resilient ecosystems aligned with business objectives. My priority is guaranteeing data sovereignty, model privacy and high availability — both in local infrastructure and hybrid cloud — as fundamental system standards.
⚙️ Core & Architecture
Full-Stack Architecture & APIs (FastAPI / Node.js / Vue.js)ERP & Middleware Integrations (SAP / Odoo)High-Concurrency Systems & Microservices🤖 AI & Data Platform
AI Agents & Local Inference (Private AI / RAG)ETL Pipelines & Real-Time AnalyticsVector Architectures & Data Modeling🛡️ Infrastructure & DevSecOps
DevSecOps & Hybrid CloudLinux Hardening, Pentesting & CybersecurityHigh Availability, Resilience & Monitoring🌐 Availability & Engagement
Enterprise Consulting & ArchitectureRemote Projects & AdvisoryTechnical Leadership / Staff Engineer
Impact Areas
Impact & Solutions

Enterprise Architecture & Data Engines
Scalable microservices, low-latency ETL pipelines and modern full-stack architecture. Persistence optimization (relational and non-relational) for high-concurrency systems.

ERP Integration & On-Premise AI
Native connection between core systems (SAP / Odoo) and private AI platforms (Autonomous Agents & Local Inference) for the intelligent automation of operational flows.

Infrastructure & DevSecOps
Deployment and observability in hybrid environments (On-Premise / Cloud), guaranteeing data sovereignty, API cybersecurity and resilient high availability.

Strategic Alignment & Business
Architectures conceived to eliminate operational bottlenecks, ensuring operational continuity, technical governance and frictionless scalability for the business.
TECHNICAL CAPABILITIES & LEADERSHIP
Tech Stack
Frontend
TypeScriptRigorous static typing and clean architecture for complex apps.
JavaScriptNative mastery of DOM manipulation, async and performance.
Reactive, modern interfaces for scalable SaaS applying DDD.
ReactModular SPA development and reusable design systems.
AngularStructured enterprise architectures for scale projects.
Tailwind CSSAccessible, responsive interfaces at production speed.
ViteDev environment optimization and ultra-fast bundling.
FigmaTranslation of UI/UX prototypes into reusable code components.
Backend & Software Architecture
Python (FastAPI)Asynchronous microservices and ultra-high-performance APIs.
Node.jsEvent-driven, real-time backend for API integrations.
GoLow-latency microservices and infrastructure tooling.
PHP (Laravel, CodeIgniter)Modular monoliths and MVC web platforms.
RabbitMQService decoupling and queue-based communication.
REST APIsStandardized, OpenAPI-backed programming interfaces.
GraphQLReal-time data queries optimizing requests.
WebSocketsBidirectional real-time channels for control panels.
gRPCHigh-speed interservice communication with binary buffers.
ABAP / SOAPSAP ERP integration via SOAP, WSDL and ABAP logic.
Cross-Platform Mobile Development
FlutterNative iOS/Android mobile apps from a single codebase.
React NativeNative mobile experiences with the React ecosystem.
ExpoStreamlined development, testing and continuous deployment of React Native apps.
Kotlin Multiplatform (KMP)Shared business logic in native code.
IonicWeb apps in mobile containers for fast deployments.
Databases & Persistence
PostgreSQLRelational models, advanced optimization and multitenancy.
MySQLHigh-availability transactional engines for enterprise.
RedisHigh-speed in-memory layer for caching and sessions.
MongoDBNoSQL databases for flexible unstructured schemas.
SQLite3Lightweight local persistence for client and agent storage.
SQLAlchemyComplex Python ORM for safe queries and migrations.
PrismaType-safe data access layer in TS with migrations.
DrizzleLightweight, high-performance ORM for serverless and Node.js.
DevOps, Observability & Infrastructure
LinuxAdministration and security on high-availability servers.
DockerApplication containerization guaranteeing environment parity.
TerraformReproducible Infrastructure as Code (IaC) in the cloud.
AnsibleConfiguration automation and server provisioning.
Apache AirflowData flow orchestration (DAGs) and ETL integrations.
GrafanaReal-time observability dashboards for metrics and logs.
Cybersecurity & Hardening
OWASPDefensive security to prevent web vulnerabilities (Top 10).
HashiCorp VaultCentralized encrypted secrets and certificates management.
TrivyAutomatic security scanning in containers and CI/CD pipelines.
NmapNetwork audits and port scanning to find vulnerabilities.
Fail2banProtection against brute-force attacks by blocking IPs.
UFWStrict firewall policies to restrict traffic.
Data & Artificial Intelligence (AI)
PandasData processing and manipulation for analysis and models.
PolarsMassive data analysis at extreme speed with parallel execution.
TensorFlowTraining and deployment of deep learning and vision models.
TableauInteractive analytics dashboards for business intelligence.
LangChainReasoning chains and pipelines connecting LLMs with data.
AnythingLLMEnterprise RAG environments with data isolation.
OllamaOpen-weight models run locally without data leakage.
vLLMLocal LLM inference with high token generation speed.
QdrantHigh-performance vector engine for semantic RAG search.
ChromaDBLocal storage and retrieval of text embeddings.
PgvectorNative vector searches directly in PostgreSQL.
Language Models & LLMs
Open-Weight (Local Inference)
QwenLocal operation of open-weight models.
Qwen-CoderLocal operation of open-weight models.
LlamaLocal operation of open-weight models.
CodeLlamaLocal operation of open-weight models.
DeepSeekLocal operation of open-weight models.
MistralLocal operation of open-weight models.
GemmaLocal operation of open-weight models.
PhiLocal operation of open-weight models.
KimiLocal operation of open-weight models.
Proprietary & Cloud APIs
ClaudeCommercial LLM integration for complex tasks.
OpenAI CodexCommercial LLM integration for complex tasks.
GeminiCommercial LLM integration for complex tasks.
CI/CD, Automation & QA
GitHub ActionsCI/CD, unit tests and deployments with YAML workflows.
JenkinsEnterprise pipelines for build and continuous delivery.
PostmanDesign, automation and testing for REST and gRPC APIs.
n8nWorkflow orchestration and integrations between APIs and databases.
HermesCognitive AI agents for predictive analysis and decisions.
OpenClawSecure server control through messaging and AI.
ZapierOperational workflow automation between SaaS services.
Development Environments & AI-Driven Tooling
Google Antigravity IDEAgent-first environment for assisted engineering.
OpenCodeAutomated coding and auditing with local agents.
CursorAI-accelerated development with full repo context.
VS CodePersonalized main environment for full-stack and DevOps.
VSCodiumTelemetry-free alternative for maximum privacy.
PyCharmIntensive data analysis, Python and advanced debugging.
HUMAN CAPABILITIES & LEADERSHIP
Human Stack
Critical Thinking & Decision Making
Critical ThinkingObjective evaluation for sustainable technical decisions.
Root-Cause AnalysisIdentifying failure origins with the 5 Whys.
Cognitive Bias MitigationDecisions based on objective metrics.
Complex Problem SolvingTechnical challenges broken into executable steps.
Leadership, Collaboration & Time Management
Remote Collaborative WorkTeam coordination with asynchronous communication.
Time Management & PrioritizationEisenhower and Scrum to meet milestones.
Persuasive CommunicationTranslating technical concepts into business language.
Trust BuildingEthical environment focused on common goals.
Emotional Intelligence & Stress Management
Emotional IntelligenceEmpathy and self-regulation in technical leadership.
Crisis & Stress ManagementFocus and composure during service outages.
Production Contingency ManagementImmediate mitigation of incidents.
Tech Sustainability, Accessibility & Languages
Green Cloud ComputingEfficient architecture that reduces the carbon footprint.
Digital Accessibility (WCAG)WCAG standards compliance in web interfaces.
EnglishB1Documentation, specifications and collaboration.
ItalianC1Professional fluency for global environments and teams.
PortugueseB1Technical comprehension and conversation for LATAM and Brazil.
Personal Portfolio
List of personal projects

🎯 GD Job Hunter — Autonomous Headhunting Engine
Autonomous agent for OpenCode that automates the job search cycle: scrapes portals in LATAM/Europe, filters B2B/Freelance and generates ready-to-send application documents.

🏨 SENSUS SaaS — Hotel Management Engine
Multi-tenant SaaS platform for the hospitality industry (inns, hotels, motels). Manages reservations, rooms, staff and unified billing with a scalable architecture.

📈 Real-Time Crypto Arbitrage — Binance vs Bybit
High-performance monitor consuming Binance and Bybit WebSockets to identify price discrepancies in milliseconds, simulating net arbitrage opportunities.

🌩️ Cloud Latency & Cost Matrix — Latam-EU Evaluator
Interactive tool to measure real-time network latency and compare infrastructure costs across AWS, Hetzner and DigitalOcean for deployments between Latin America and Europe.

🔐 Synthetic Monitor & SSL/DevSecOps Diagnostics
Observability tool to verify uptime, SSL certificate expiration time and HTTP security header analysis of any domain, with alerts via bots.

✍️ Germanico Blog — Flat-File CMS with FastAPI
High-performance blog with a file-based architecture (zero database). FastAPI generates a dynamic JSON API from folders and Markdown files, consumed by a modern frontend.
NDA Protected
Enterprise Case Studies (Confidential)
Architecture, development and infrastructure deployed in high-demand environments. Corporate names have been omitted under non-disclosure agreements.
Market Price Intelligence & Commercial Benchmarking
Systematization and multilevel market price comparisons against competition in real time.
Sales Analytics & Channel Intelligence (NIQ)
Processing NIQ/Nielsen reports for multilevel analysis of channels, regions and products.
Balanced Scorecard System & Strategic Execution
Strategic execution with tracking of objectives, goals, projects, resources and dynamic % progress.
ETL Engine & ERP Integration for Dashboards
APIs and ETL pipelines to extract/transform ERP data, consumed by custom dashboards.
Hybrid Infrastructure & Local RAG (Private AI)
Architecture combining elastic cloud compute with a local RAG engine for sensitive data.
Conversational Interface & Prompt Generation Widget
GUI connected to AnythingLLM to assist with code, reports and dynamic dashboards via prompts.
Early Warning Core & Multichannel Event Scheduling
Notification engine for licenses, payments and activities via Email and Telegram Bots.
Mass Notification Engine & SAP Web Services
Integration pipeline with SAP ERP for extraction, ETL grouping and mass email sending.
Phishing Simulation Platform & Security Training
Controlled social engineering campaigns to assess and educate corporate staff.
Multisource Performance Evaluation Engine (360°/180°/90°)
Deployment and automatic tabulation of multisource evaluations for all staff.
Operational Diagnosis System & TNA (Training Needs Assessment)
Supervised diagnosis to identify skill gaps and plan training.
Internal Survey Engine & Operational Diagnosis
Massive deployment of survey campaigns to measure climate and knowledge level.
IT Metrics & Indicators (Mantis + Grafana)
Automated monthly close of incident histories and graphical integration in Grafana.
Project Management System & Service Desk Integration
Project, task and progress management with bidirectional sync to Mantis Bug Tracker.
Comprehensive Workshop, Fleet & Consumables Management System
Vehicle intake control, fleet-type inspection and tire/battery lifecycle.
Career & Milestones
Impact & Trajectory Evolution

Jan 2000 – Present
Independent Consulting & Custom Solutions
26+ years of continuous track record providing infrastructure architecture, web/mobile development and level 3 support for commercial and industrial sector clients.

Jan 2000 – Present
Independent Consulting & Custom Solutions
26+ years of continuous track record providing infrastructure architecture, web/mobile development and level 3 support for commercial and industrial sector clients.

May 2020
Lead Developer (Maintenance Management)
Joined Organización El Tunal. Design and implementation of critical software solutions for the optimization of operational and maintenance flows.

May 2020
Lead Developer (Maintenance Management)
Joined Organización El Tunal. Design and implementation of critical software solutions for the optimization of operational and maintenance flows.

Apr 2021
Corporate Development & ERP Integrations Specialist
End-to-end leadership of the full development lifecycle, focused on native integrations and middleware for SAP ecosystems.

Apr 2021
Corporate Development & ERP Integrations Specialist
End-to-end leadership of the full development lifecycle, focused on native integrations and middleware for SAP ecosystems.

Aug 2025
Infrastructure, Cybersecurity & Critical Development Specialist
Creation and implementation of custom systems for defensive and offensive cybersecurity initiatives (audits and pentesting). Leadership of Linux server hardening, high-level support for high-availability infrastructure and critical software development adapted to strategic business operations.

Aug 2025
Infrastructure, Cybersecurity & Critical Development Specialist
Creation and implementation of custom systems for defensive and offensive cybersecurity initiatives (audits and pentesting). Leadership of Linux server hardening, high-level support for high-availability infrastructure and critical software development adapted to strategic business operations.

2026
Corporate AI Architecture & Hybrid Cloud
Hybrid Cloud infrastructure deployment, custom software development for model management, autonomous AI agents and establishment of the technological governance framework in the organization.

2026
Corporate AI Architecture & Hybrid Cloud
Hybrid Cloud infrastructure deployment, custom software development for model management, autonomous AI agents and establishment of the technological governance framework in the organization.
Certifications
Certifications and Courses
More than 200+ training programs in development, infrastructure, cybersecurity, AI, and soft skills.
Platzi
LinkedIn
Cisco
Linux Foundation
EDteam
Sololearn
Udemy
Microsoft
AWS
Google
Azure
Platzi
LinkedIn
Cisco
Linux Foundation
EDteam
Sololearn
Udemy
Microsoft
AWS
Google
AzureFrequently Asked Questions
FAQ
Software Architecture & Systems Integration
Modular design, corporate scalability, legacy system modernization and integration with FastAPI, Redis, PostgreSQL and MySQL.
I design under Domain-Driven Design (DDD) principles and clean modular or microservices architecture, using FastAPI/Python for the backend, Redis for caching/high-performance queues and PostgreSQL/MySQL. This ensures high availability, decoupling and sustainable long-term maintenance.
Yes. I design integration layers via RESTful APIs, Webhooks or custom middleware that expose existing business logic to new modern interfaces (such as Vue.js web apps) gradually and safely.
It provides extreme performance (close to Node.js/Go) thanks to asynchronous support (async/await), automatic data validation with Pydantic and standardized interactive documentation (OpenAPI/Swagger) that accelerates team integration.
I design efficient relational and non-relational schemas using PostgreSQL, MySQL and Redis for high-speed caching strategies. I apply query optimization, advanced indexing and data migration without service interruption.
I usually decouple intensive processing from the application's main thread using message queues or async tasks backed by Redis, allowing background jobs (like report generation or data processing) to run without degrading user response.
Contact
Let's Talk About Your Project
Have a project in mind? Need my support? Tell me and let's build something amazing.
Germanico 


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